Enhancing Performance of Explainable AI Models with Constrained Concept Refinement

Geyu Liang, Senne Michielssen, Salar Fattahi

The trade-off between accuracy and interpretability has long been a challenge in machine learning (ML). This tension is particularly significant for emerging interpretable-by-desig…